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Design a data storage structure
Design a partition strategy
Design the serving layer
Implement physical data storage structures
Implement logical data structures
Implement the serving layer
Ingest and transform data
Design and develop a batch processing solution
Design and develop a stream processing solution
Manage batches and pipelines
Design security for data policies and standards
Implement data security
Monitor data storage and data processing
Optimize and troubleshoot data storage and data processing
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